Minimal realization of nonlinear MIMO equations in state-space form: Polynomial approach

J. Belikov, Ü. Kotta, M. Tõnso
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引用次数: 7

Abstract

The realization of nonlinear input-output equations in the classical state-space form can be studied by the polynomial approach in which the system is described by two polynomials from the non-commutative ring of skew polynomials. The aim of the present paper is to apply the polynomial methods to the realization problem. This allows to simplify the step-by-step algorithm based on certain sequences of subspaces of differential one-forms. The presented new formula allows to compute the differentials of the state coordinates directly from the polynomial description of the nonlinear system. This method is more clear, straight-forward and therefore better suited for implementation in different computer packages such as Mathematica or Maple. The developed theory and algorithm are illustrated by means of several examples.
状态空间形式非线性MIMO方程的最小实现:多项式方法
非线性输入输出方程在经典状态空间形式下的实现可以用多项式方法来研究,在这种方法中,系统由非交换的斜多项式环中的两个多项式来描述。本文的目的是将多项式方法应用于实现问题。这允许简化基于微分一形式的子空间的某些序列的分步算法。提出的新公式允许直接从非线性系统的多项式描述中计算状态坐标的微分。这种方法更清晰、直接,因此更适合在不同的计算机软件包(如Mathematica或Maple)中实现。通过几个实例说明了所建立的理论和算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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